Investigating the Petition of Marshall Islands against Britain in the International Court of Justice
Bibliographic record
Abstract
The international court of justice was established by Charter of the United Nations and is considered as one of its integral parts in which only experienced and knowledgeable judges and lawyers can be employed. In fact, it consists of several independent judicial institutions. Marshall Islands, a country which was cruelly imposed to nuclear tests, was brave enough to sue powerful countries with nuclear weapons. In 1996, nuclear weapons case was considered by the international court of justice for the first time. All the court’s members came to this conclusion that these countries should stop their nuclear activities and they are not permitted to use any nuclear weapon. As a result they ratified a bill. Then, Marshall Islands’ petition was considered by the international court of justice in The Hague. This country also took legal action against U.S.A. and the federal judiciary of the United States accepted to take it into consideration. This paper aims at analyzing the petition of Marshall Islands against Britain in the international court of justice. According to the content of this petition, countries can’t develop their nuclear weapons which threat men and the world. As a result, the destruction of present nuclear weapons is the only effective way to achieve this goal.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.016 | 0.006 |
| Scholarly communication | 0.009 | 0.003 |
| Open science | 0.002 | 0.004 |
| Research integrity | 0.008 | 0.010 |
| Insufficient payload (model declined to judge) | 0.008 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".